Surf is answering right now. Last checked 7 min ago. 267 installs a week from pypi. It exposes 1 tools. Last commit 22 Oct 2026.
Point Gecko at an OpenAPI spec; get first-call-correct, auth-hidden agent tools.
Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 1 September 2026. No other catalogue keeps this.
We read the source, 7 d ago · tools taken from the live server · rules 995398eba69f
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
этот файл ставится пользователю, но в репозитории его нет
return subprocess.run( # noqa: S603 - fixed argv, no shell, URL pre-validated
execFileSync(binary, process.argv.slice(2), { stdio: "inherit" });
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 7 min ago.
claude mcp add surf --transport http https://mcp.geckovision.tech/mcp
https://mcp.geckovision.tech/mcp
[mcp_servers.surf]
url = "https://mcp.geckovision.tech/mcp"
{
"mcpServers": {
"surf": {
"url": "https://mcp.geckovision.tech/mcp"
}
}
}
{
"servers": {
"surf": {
"type": "http",
"url": "https://mcp.geckovision.tech/mcp"
}
}
}
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
list_surfaces
Tools this server used to expose. Anything built against them stopped working on the day they went.
comprehend_api
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://mcp.geckovision.tech/mcp | streamable-http | answering | 423 ms | 7 min ago |
Turn OpenAPI services into tools an agent can call under your rules.
Public HTAG discovery for MCP tools, API endpoints, OpenAPI ops, and agents.
Discover, preview, call, and inspect configured Swagger/OpenAPI APIs through 11 fixed tools.
Security-first MCP server that connects any OpenAPI, GraphQL, gRPC or SOAP API to AI agents.
Load OpenAPI 2.x/3.x specs and expose generic tools to discover and call multiple APIs.
Call the real API and check the response against your OpenAPI spec.
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
MCP server that converts OpenAPI specs into tools which can query API endpoints
Answers built from our own checks of this server.